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ResearchFormerly WizWand

General Knowledge QA on OBQA

48Normalized AccuracyQwen2.5-7B-Instruct
26.1631.8337.543.17Jun 12, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Qwen2.5-7B-InstructBackbone=Qwen2.5-7B-Instruct, Ratio=0%, Recovery finetuning=false2026.0648
Qwen2.5-7B-InstructBackbone=Qwen2.5-7B-Instruct, Ratio=0%, Recovery finetuning=true2026.0648
Depth PruningBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=true2026.0646
LLM-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=false2026.0645
Depth PruningBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=false2026.0644
LLM-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=true2026.0644
Qwen2.5-3B-InstructBackbone=Qwen2.5-3B-Instruct, Ratio=0%, Recovery finetuning=false2026.0642
Qwen2.5-3B-InstructBackbone=Qwen2.5-3B-Instruct, Ratio=0%, Recovery finetuning=true2026.0642
LLM-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=true2026.0642
Adapt-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=true2026.0642
Adapt-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=true2026.0641
Depth PruningBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=false2026.0640
LLM-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=false2026.0640
Depth PruningBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=true2026.0640
Adapt-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=false2026.0640
Persona-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=false2026.0640
SliceGPTBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=true2026.0640
LLM-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=true2026.0640
Adapt-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=false2026.0639
Persona-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=true2026.0639
Persona-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=true2026.0638
SliceGPTBackbone=Qwen2.5-7B-Instruct, Ratio=25%, Recovery finetuning=false2026.0638
Persona-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=false2026.0637
Depth PruningBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=true2026.0637
Adapt-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=true2026.0637
Persona-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=true2026.0637
LLM-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=true2026.0636
Adapt-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=true2026.0636
LLM-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=false2026.0636
Persona-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=false2026.0636
SliceGPTBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=true2026.0635
Persona-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=false2026.0635
Depth PruningBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=true2026.0635
Persona-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=true2026.0635
Depth PruningBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=false2026.0635
LLM-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=false2026.0634
Adapt-PrunerBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=false2026.0634
Adapt-PrunerBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=false2026.0634
Depth PruningBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=false2026.0631
SliceGPTBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=true2026.0631
SliceGPTBackbone=Qwen2.5-3B-Instruct, Ratio=25%, Recovery finetuning=false2026.0630
SliceGPTBackbone=Qwen2.5-7B-Instruct, Ratio=50%, Recovery finetuning=false2026.0630
SliceGPTBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=false2026.0627
SliceGPTBackbone=Qwen2.5-3B-Instruct, Ratio=50%, Recovery finetuning=true2026.0627